{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d5bab802d257","filters":{"venue":"Journal of Vibroengineering"}},"results":[{"id":"W2588758331","doi":"10.21595/jve.2016.17896","title":"Stability of twin circular tunnels in cohesive-frictional soil using the node-based smoothed finite element method (NS-FEM)","year":2017,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Geotechnical Engineering and Analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geomechanica (Canada)","funders":"Ho Chi Minh City University of Technology and Education","keywords":"Finite element method; Displacement (psychology); Limit analysis; Node (physics); Finite element limit analysis; Stability (learning theory); Structural engineering; Plane stress; Extended finite element method; Engineering; Computer science","authors":[{"name":"Thien M. Vo","is_ca":true},{"name":"An N. Chau","is_ca":false},{"name":"Hoang Nguyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02407750447203627,"gpt":0.2613065638285829,"spread":0.2372290593565466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005725719,0.0003625294,0.0003961543,0.0005800829,0.000284772,0.0005351017,0.0005288951,0.0005510208,0.0007885203],"category_scores_gemma":[0.001121982,0.0002269258,0.0004555329,0.0002972375,0.0006034793,0.0004802489,0.0004970022,0.0002569273,0.00009861281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003152784,"about_ca_system_score_gemma":0.0007786894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003244759,"about_ca_topic_score_gemma":0.00333409,"domain_scores_codex":[0.9998477,0.00003833047,0.000009437714,0.00002512107,0.00006268484,0.00001676285],"domain_scores_gemma":[0.9995727,0.000216224,0.00005712707,0.00003337746,0.0000962751,0.00002429902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008067001,0.00003400971,0.004504758,0.00008132333,0.00002153416,0.0001444806,0.0001444847,0.9542127,0.01914353,0.004630217,0.0001497315,0.01685256],"study_design_scores_gemma":[0.00000121964,0.00001021958,0.0002264018,0.000003378792,0.00000204513,0.0000166007,0.000014084,0.9984332,0.000914483,0.0002845522,0.00009014612,0.000003658111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3821889,0.0001733989,0.6148591,0.0000488765,0.00001971823,0.00003517676,0.00006266483,0.0002228319,0.002389356],"genre_scores_gemma":[0.9446939,0.00007793274,0.05428224,0.000006860445,0.00000302925,0.00003143333,0.00004504168,0.0000309476,0.0008285283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003244759,"threshold_uncertainty_score":0.006451726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779786642","doi":"10.21595/jve.2017.18365","title":"Fault diagnosis of rotor using EMD thresholding-based de-noising combined with probabilistic neural network","year":2017,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Ministry of Water Resources; National Natural Science Foundation of China","keywords":"Thresholding; Pattern recognition (psychology); Artificial intelligence; Computer science; Hilbert–Huang transform; Artificial neural network; Probabilistic neural network; Wavelet; Feature extraction; Noise reduction; Fault (geology); SIGNAL (programming language); Rotor (electric); Feature (linguistics); Discrete wavelet transform; Wavelet transform; Engineering; Computer vision; Time delay neural network","authors":[{"name":"Dong Liu","is_ca":false},{"name":"Hongtao Zeng","is_ca":false},{"name":"Zhihuai Xiao","is_ca":false},{"name":"Lihong Peng","is_ca":false},{"name":"O.P. Malik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01527291961254916,"gpt":0.2702237228256023,"spread":0.2549508032130531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006226909,0.0004893622,0.0005353208,0.0006413913,0.0002412921,0.0004274031,0.0004682995,0.0006368203,0.0006649389],"category_scores_gemma":[0.001625714,0.0003066442,0.0004059198,0.0004006949,0.0003301713,0.0008773964,0.0004443382,0.0003876664,0.0001771298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776016,"about_ca_system_score_gemma":0.0002319419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000926692,"about_ca_topic_score_gemma":0.00144869,"domain_scores_codex":[0.9996074,0.0000557354,0.00003318731,0.0001088697,0.0001650826,0.00002977469],"domain_scores_gemma":[0.9995173,0.0002033934,0.00007489944,0.00004982669,0.0001426639,0.00001185339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000476546,0.0001275365,0.005623841,0.0002721639,0.00008711825,0.00025318,0.0001292742,0.1737789,0.139129,0.002072146,0.0007684497,0.6772818],"study_design_scores_gemma":[0.00001390097,0.0001154524,0.004403988,0.00001530887,0.0000331781,0.0001955757,0.0000241028,0.9623036,0.03116684,0.0009421512,0.0007652728,0.00002072841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06110594,0.0004190886,0.9362187,0.00009588207,0.00005438016,0.00003690187,0.00002951806,0.000512159,0.001527411],"genre_scores_gemma":[0.8000171,0.0003288263,0.1980288,0.00005951467,0.00002710619,0.00004359409,0.0000796613,0.00003674227,0.001378746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.000926692,"threshold_uncertainty_score":0.003293157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779106310","doi":"10.21595/jve.2017.19314","title":"The effect of lubricant inertia on fluid cavitation for high-speed squeeze film dampers","year":2017,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Tribology and Lubrication Engineering","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Pratt and Whitney Canada","keywords":"Cavitation; Lubricant; Inertia; Damper; Materials science; Mechanics; Work (physics); Mechanical engineering; Composite material; Structural engineering; Engineering; Physics; Classical mechanics","authors":[{"name":"Tieshu Fan","is_ca":true},{"name":"Sina Hamzehlouia","is_ca":true},{"name":"Kamran Behdinan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005165733858752095,"gpt":0.2274494705129929,"spread":0.2222837366542408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002877525,0.0003029587,0.0003333372,0.0002388467,0.0001917033,0.000330109,0.0002835891,0.0003213499,0.000632183],"category_scores_gemma":[0.001324069,0.0001565268,0.0003174946,0.0001056559,0.0005435357,0.0004788207,0.0003913653,0.0002762701,0.00007453803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002441313,"about_ca_system_score_gemma":0.0001786482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008700461,"about_ca_topic_score_gemma":0.0006500463,"domain_scores_codex":[0.9997813,0.00003845519,0.00001193386,0.0000277473,0.00009987775,0.0000406546],"domain_scores_gemma":[0.9990576,0.0006336173,0.0001585753,0.00005286165,0.00006367478,0.00003367733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009725436,0.0001318545,0.005873002,0.0004330635,0.00005764694,0.000930827,0.000435544,0.1840602,0.7754848,0.002263933,0.0001669529,0.02918962],"study_design_scores_gemma":[0.00004812373,0.0007618852,0.008212252,0.00001880506,0.00006101892,0.0001921045,0.0000913538,0.7687937,0.2207312,0.0002189512,0.0008376942,0.00003300453],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671988,0.00054342,0.03083315,0.00004429155,0.00002303107,0.00001363222,0.00001170435,0.0001033923,0.001228619],"genre_scores_gemma":[0.9987633,0.00007143327,0.0009707329,0.000003182249,0.000003438778,0.000001909205,0.000004344089,0.000005823508,0.0001757353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008700461,"threshold_uncertainty_score":0.002114892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024038561","doi":"10.21595/jve.2019.20575","title":"Stress analysis of rotating functionally graded polar orthotropic disk under thermomechanical loading","year":2020,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Orthotropic material; Radial stress; Materials science; Stress (linguistics); RADIUS; Mechanics; Isotropy; Deformation (meteorology); Elastic modulus; Elasticity (physics); Boundary value problem; Composite material; Material properties; Finite element method; Physics; Optics; Thermodynamics","authors":[{"name":"Mohammad Hadi Jalali","is_ca":true},{"name":"Mohammad Reza Jalali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007838504187011831,"gpt":0.1956891963110833,"spread":0.1878506921240715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539889,0.0002363728,0.0002632105,0.0003037034,0.0001467608,0.0002837686,0.0002737073,0.0002424059,0.0004099768],"category_scores_gemma":[0.0003135342,0.0001021907,0.0001705009,0.0002008823,0.0003442719,0.0002119209,0.0001210068,0.00007952833,0.00009258555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765316,"about_ca_system_score_gemma":0.0001166029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005360079,"about_ca_topic_score_gemma":0.0006103148,"domain_scores_codex":[0.9998918,0.00001400345,0.000006442398,0.00002489758,0.00005108793,0.0000117222],"domain_scores_gemma":[0.9998325,0.00003375021,0.00004985342,0.0000250063,0.00004860884,0.00001030606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003560604,0.00004142544,0.007501611,0.0001637516,0.00002634839,0.0005169947,0.0001894654,0.06370601,0.9044992,0.001078171,0.0001457305,0.02177524],"study_design_scores_gemma":[0.00001914719,0.0006681884,0.05373238,0.00002645659,0.00004805385,0.0006169786,0.0003910664,0.6226655,0.3196587,0.0006662032,0.001456825,0.00005055459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877658,0.00033792,0.01069746,0.00003090948,0.00001137275,0.000005807414,0.00003399008,0.00002440356,0.001092218],"genre_scores_gemma":[0.9982048,0.00008969566,0.001450092,0.000003824754,0.000002652824,0.000002522998,0.00001670374,0.000002715563,0.0002269782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005360079,"threshold_uncertainty_score":0.001371562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160114103","doi":"10.21595/jve.2021.21849","title":"Study of nonlinear effects in a bolted joint using the base excitation as an input","year":2021,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Clamping; Bolted joint; Nonlinear system; Restoring force; Excitation; Beam (structure); Stiffness; Structural engineering; Modal; Torque; Modal analysis; Control theory (sociology); Acoustics; Materials science; Computer science; Engineering; Finite element method; Physics; Mechanical engineering; Composite material","authors":[{"name":"Sushil Doranga","is_ca":false},{"name":"Christine Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02844684916857698,"gpt":0.3110529901675161,"spread":0.2826061409989391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002562396,0.000436516,0.0003687,0.0002989068,0.0001969017,0.0002212109,0.0002711272,0.0003121432,0.001150355],"category_scores_gemma":[0.0006366025,0.000160534,0.0002042088,0.0002073585,0.0003945141,0.0003142683,0.0003110683,0.0003188721,0.0002083673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681253,"about_ca_system_score_gemma":0.0001512342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005899435,"about_ca_topic_score_gemma":0.000843637,"domain_scores_codex":[0.9997961,0.00002412605,0.000005481343,0.00003151637,0.0001190718,0.00002373342],"domain_scores_gemma":[0.9996063,0.0001965566,0.00007173677,0.00003638696,0.00007012673,0.00001900672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000234841,0.00004906946,0.001981368,0.0001603304,0.0000173551,0.0002439474,0.0002805291,0.0108566,0.970443,0.000202221,0.00003986306,0.01549091],"study_design_scores_gemma":[0.00001216729,0.00120822,0.02240957,0.00002908294,0.00003802142,0.0003301706,0.0002606448,0.1324828,0.8418417,0.0001586448,0.001198466,0.00003051292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384887,0.0002748202,0.05971752,0.00003987439,0.00001356615,0.00002839174,0.00004242275,0.0001876734,0.001206998],"genre_scores_gemma":[0.9864226,0.0001324698,0.01241539,0.000008430582,0.000004394453,0.00001458432,0.00003720474,0.00001698465,0.0009478749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001150355,"threshold_uncertainty_score":0.003848255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2486019011","doi":"10.21595/jve.2016.17377","title":"Curve similarity recognition based rolling bearing degradation state estimation and lifetime prediction","year":2016,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Bearing (navigation); Degradation (telecommunications); Similarity (geometry); Computer science; State (computer science); Artificial intelligence; Control theory (sociology); Pattern recognition (psychology); Algorithm","authors":[{"name":"Chen Lü","is_ca":false},{"name":"Laifa Tao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009346873666265762,"gpt":0.2273841649372686,"spread":0.2180372912710029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003385168,0.000521989,0.000578138,0.001429953,0.0001842162,0.0004472159,0.0005371794,0.0005688366,0.0008629642],"category_scores_gemma":[0.001686055,0.0001944681,0.0003674336,0.0006528109,0.0002315667,0.0009848244,0.0003437587,0.0003830403,0.0004995165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093893,"about_ca_system_score_gemma":0.0003139279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00264453,"about_ca_topic_score_gemma":0.001949271,"domain_scores_codex":[0.9996235,0.00003375378,0.00002539282,0.0001014212,0.0001739979,0.0000419143],"domain_scores_gemma":[0.9991671,0.0001933075,0.0001549819,0.0001028775,0.0003393872,0.00004247475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003962746,0.00017438,0.01161159,0.0001351499,0.0000556415,0.0002646594,0.000237314,0.1199492,0.1065628,0.00124156,0.001791214,0.7575802],"study_design_scores_gemma":[0.000006057427,0.00008330007,0.005686427,0.000005541706,0.00001271593,0.0001646929,0.00004486418,0.9608395,0.03178588,0.0005647931,0.0007829352,0.00002327929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2157339,0.0003897697,0.7793589,0.00007753932,0.00004834969,0.000074491,0.0001395338,0.00248974,0.001687814],"genre_scores_gemma":[0.9395081,0.0001642074,0.0584161,0.00001785451,0.00001776421,0.00003403165,0.0001865372,0.00005401452,0.001601208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00264453,"threshold_uncertainty_score":0.005258262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2745729819","doi":"10.21595/jve.2017.17864","title":"Reliability sequential compliance method for a partially observable gear system subject to vibration monitoring","year":2017,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Reliability and Maintenance Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Division of Graduate Education; Graduate Research and Innovation Projects of Jiangsu Province; China Scholarship Council; University of Toronto","keywords":"Weibull distribution; Reliability (semiconductor); Residual; Sequential probability ratio test; Computer science; Reliability engineering; Statistics; Mathematics; Algorithm; Engineering","authors":[{"name":"Xin Li","is_ca":false},{"name":"Jing Cai","is_ca":false},{"name":"Hongfu Zuo","is_ca":false},{"name":"Xi Chen","is_ca":false},{"name":"Mao Huijie","is_ca":false},{"name":"Yutong Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04017801668266697,"gpt":0.2980808509879178,"spread":0.2579028343052508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027451,0.0005598032,0.0005173728,0.0007106771,0.000225091,0.0003636821,0.0007264006,0.0004619063,0.002549725],"category_scores_gemma":[0.003886593,0.0002130126,0.0005923804,0.000459179,0.0003210106,0.0006529649,0.0005074752,0.0005565237,0.0002813991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657481,"about_ca_system_score_gemma":0.001056882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329459,"about_ca_topic_score_gemma":0.002152004,"domain_scores_codex":[0.999369,0.0001385742,0.0000419803,0.0001451543,0.0002634212,0.00004203675],"domain_scores_gemma":[0.9985801,0.0007569268,0.0002215074,0.0001010705,0.0003000393,0.00004034935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002334546,0.00008941335,0.004605782,0.0002790813,0.00006589269,0.000239165,0.0001804495,0.7868444,0.01571942,0.01360766,0.0008832586,0.1772521],"study_design_scores_gemma":[0.000003461361,0.00003478206,0.0004120661,0.000003141367,0.000004104408,0.00003677907,0.000005789651,0.9975903,0.000695553,0.001048909,0.0001609698,0.000004106053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01491502,0.00004958012,0.9840534,0.00002981037,0.000009523159,0.00002661868,0.00002599149,0.0002834669,0.0006065433],"genre_scores_gemma":[0.7905951,0.0001864232,0.2061578,0.00005318454,0.00005044591,0.0002096732,0.0002457201,0.00009403009,0.002407628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00329459,"threshold_uncertainty_score":0.008529723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588098065","doi":"10.21595/jve.2016.17893","title":"Using optical code-division multiple-access techniques in Michelson interferometer vibration sensor networks","year":2017,"lang":"en","type":"article","venue":"Journal of Vibroengineering","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Michelson interferometer; Interferometry; Computer science; Vibration; Interference (communication); Optics; Electronic engineering; Acoustics; Physics; Telecommunications; Engineering","authors":[{"name":"Chih‐Ta Yen","is_ca":false},{"name":"Jen-Fa Huang","is_ca":true},{"name":"Guan-Jie Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04305012430543336,"gpt":0.303893771344368,"spread":0.2608436470389346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005915409,0.0003758578,0.0002324626,0.0006326637,0.0004659211,0.0006741009,0.0007915549,0.0005567112,0.0006014577],"category_scores_gemma":[0.0009336313,0.0001499602,0.0001595786,0.0004895539,0.000623241,0.001162543,0.0006117165,0.0004259039,0.0001633824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007551005,"about_ca_system_score_gemma":0.0006155138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299336,"about_ca_topic_score_gemma":0.002207964,"domain_scores_codex":[0.9994078,0.0001947749,0.00001774744,0.0000820663,0.0002379446,0.00005978507],"domain_scores_gemma":[0.9995257,0.0001956802,0.00007254517,0.00005772113,0.0001270574,0.00002137175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004571324,0.0002434248,0.002949498,0.0004354507,0.0001209856,0.0005430016,0.0005051942,0.08788624,0.2604712,0.2428048,0.002500758,0.4010824],"study_design_scores_gemma":[0.00004324145,0.0004186474,0.0007325046,0.00003822951,0.00004661234,0.0004536329,0.00009932705,0.8789465,0.07762238,0.02857352,0.0129676,0.00005777017],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07638529,0.003060963,0.9133905,0.000429506,0.000106813,0.00009263206,0.00002979796,0.0005094735,0.005995021],"genre_scores_gemma":[0.8328102,0.0009185007,0.1635232,0.0001964583,0.0001271328,0.0001045194,0.00003806168,0.00001363532,0.002268183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001299336,"threshold_uncertainty_score":0.00547868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}